Role overview
Contribute senior HTML and CSS expertise to the training and evaluation of AI systems that generate frontend code. This is a flexible, task-based participant opportunity: after a short skills assessment, you may be invited to review code, test rendered results, and give structured feedback. Tasks are paid, with rates set according to skills and experience; some require an uninterrupted hour, while many are shorter.
Responsibilities
- Assess generated markup and styles for correctness, semantic structure, and adherence to frontend best practices.
- Check the technical accuracy of explanations for layout and styling decisions.
- Render code and inspect its appearance and behaviour across browsers.
- Flag accessibility problems, inefficient selectors, outdated markup, and invalid or unsupported CSS.
- Provide clear feedback on responsive layouts, component structure, and design system implementation.
Requirements
- A bachelor’s degree or higher in computer science, software engineering, web development, or a related technical discipline.
- Professional experience as a senior frontend developer or UI engineer focused on HTML and CSS.
- Ability to build complex responsive layouts and components without relying on frameworks or libraries.
- Expert knowledge of the CSS cascade, specificity, box model, Flexbox, Grid, WCAG accessibility, and browser compatibility.
- Strong standards for semantic HTML and maintainable CSS, including familiarity with BEM, design tokens, and current CSS practices.
- Mastery of HTML5 and modern CSS, including custom properties, animation, and current layout techniques.
Nice to have
- Experience with Tailwind CSS, Sass/SCSS, CSS Modules, and component-based design systems.
- Familiarity with browser developer tools, accessibility audit tools such as axe or Lighthouse, and cross-browser testing services.
Benefits and work setup
- Flexible, remote participation, subject to passing a 10-15 minute skills assessment.
- Researchers may offer rates of up to $40 per hour, depending on expertise and experience; this is not a guaranteed rate.